ArticleBioresources and bioprocessing2026
Screening and identification of significant media components using Plackett-Burman design for enhanced extracellular protease production by Bacillus sp. MTCC 511 under mutagenic stress conditions.
Article in Bioresources and bioprocessing, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundStatistical screening of media components is essential for identifying the key variables that govern protease yield from Bacillus species. We used a 12-run Plackett-Burman Design (PBD) to screen ten independent variables-dipotassium phosphate, monopotassium phosphate, ammonium sulphate, sodium nitrate, magnesium sulphate heptahydrate, calcium chloride, carbon source, nitrogen source, agitation speed, and pH-for their effects on extracellular protease production by Bacillus sp. MTCC 511 under four mutagenic stress conditions: thermal treatment at 70 °C and 80 °C (10 min each) and UV irradiation (2 and 3 min).
resultsEnzyme activity was quantified by Folin-Ciocalteu assay against a tyrosine standard (R2 = 0.998). The highest protease activity, 8.66 U/mL, was recorded under 3-min UV irradiation in a medium containing starch (1%), yeast extract (0.1%), K
conclusionsThe PBD screening efficiently identified significant factors whose effects are consistent with established regulatory mechanisms including nitrogen catabolite repression, carbon catabolite repression, and dissolved oxygen-dependent secretion. Follow-up response surface optimization is warranted to characterize factor interactions and identify the global optimum.
Indexed as
Identifiers
42848105What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.